{"id":"W7049394275","doi":"","title":"A Rough Start","year":2021,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"Photocathodes and Microchannel Plates","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sign (mathematics); Bar (unit); Code (set theory); Coronavirus disease 2019 (COVID-19); Government (linguistics)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00007101137,0.0002887801,0.0003569341,0.00005110002,0.00002246517,0.00003855016,0.0001904667,0.0003285306,0.4480045],"category_scores_gemma":[0.00001968222,0.0003080017,0.0001281625,0.000006024479,0.00003644131,7.174737e-8,0.00004776674,0.000213819,0.005155304],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003407394,"about_ca_system_score_gemma":0.00001445275,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001775152,"about_ca_topic_score_gemma":0.001030131,"domain_scores_codex":[0.9990456,0.00001642489,0.0003791186,0.0001247046,0.0001782609,0.0002559592],"domain_scores_gemma":[0.9994285,0.00003417965,0.0001245665,0.0002780777,0.00005542568,0.00007922189],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000007021808,0.0000119313,1.091968e-7,0.0008693147,0.00007978987,0.00002132109,0.0001257297,0.002422993,0.000006856259,0.00000560732,0.995872,0.0005773486],"study_design_scores_gemma":[0.0002279729,0.00002779753,4.156769e-7,0.0003638138,0.00003168828,0.00005785073,0.00007924941,0.0001753003,0.000154501,0.000004465223,0.9985663,0.0003106241],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00003424918,0.002473908,0.000001640859,0.00001445452,0.0003907093,0.0002588047,0.0001447715,0.0003297688,0.9963517],"genre_scores_gemma":[0.0002794436,0.0009233451,0.001158386,0.00008892064,0.0001400994,0.00001646085,0.0003134769,0.0001718159,0.9969081],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4428492,"threshold_uncertainty_score":0.9999372,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006289012447288508,"score_gpt":0.1732421742417636,"score_spread":0.1669531617944751,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}